ArticleFrontiers in public health2021
Machine Learning Applications for the Prediction of Bone Cement Leakage in Percutaneous Vertebroplasty.
Article in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
34 citing papers in PubMed, 1 synthesis or guideline pooled it, 47 citations in OpenAlex.
- Revolutionizing spinal interventions: a systematic review of artificial intelligence technology applications in contemporary surgery.BMC surgery · 2024Pooled it
- Application of machine learning model in predicting the likelihood of blood transfusion after hip fracture surgery.Aging clinical and experimental research · 2023Trial
- A Deep Learning-Based Multimodal Fusion Model for Predicting Bone Cement Leakage in Percutaneous Kyphoplasty: Development and Validation.JOR spine · 2026Article
- Development and validation of a predictive model for puncture accuracy in robot-assisted percutaneous vertebroplasty under local anesthesia.Journal of robotic surgery · 2026Article
- Development and validation of a nomogram model for predicting bone cement leakage during vertebroplasty.BMC surgery · 2026Article
- Comparative performance of LLMs and machine learning in predicting complications after percutaneous kyphoplasty for osteoporotic vertebral compression fractures.NPJ digital medicine · 2026Article
- Using machine learning algorithms to predict risk factors of heart failure after complete mesocolic excision in colorectal cancer patients.Scientific reports · 2025Article
- Interpretable Machine Learning Model to Predict Bone Cement Leakage in Percutaneous Vertebral Augmentation for Osteoporotic Vertebral Compression Fracture Based on SHapley Additive exPlanations.Global spine journal · 2025Article
- The value and safety of percutaneous vertebroplasty (PVP) for spinal compression fractures with the aid of G-arm fluoroscopy.African health sciences · 2025Article
- Percutaneous vertebroplasty by two-step fluoroscopy: a treatment for osteoporotic compression fractures of thoracic vertebrae in older adults.BMC musculoskeletal disorders · 2025Article
- Clinical decision system for renal cell carcinoma integrating interpretable machine learning algorithms.Frontiers in surgery · 2025Article
- Risk prediction model for pneumothorax or pleural effusion after microwave ablation in patients with lung malignancy.Heliyon · 2024Article
- Development and validation of a prediction model for coronary heart disease risk in depressed patients aged 20 years and older using machine learning algorithms.Frontiers in cardiovascular medicine · 2024Article
- A Comparison of Systematic, Targeted, and Combined Biopsy Using Machine Learning for Prediction of Prostate Cancer Risk: A Multi-Center Study.Medical principles and practice : international journal of the Kuwait University, Health Science Centre · 2024Article
- A predictive model for stunting among children under the age of three.Frontiers in pediatrics · 2024Article
- Development of patient-tailored preoperative assessment of percutaneous vertebroplasty.Frontiers in surgery · 2024Article
- Deep learning-based multimodal image analysis predicts bone cement leakage during percutaneous kyphoplasty: protocol for model development, and validation by prospective and external datasets.Frontiers in medicine · 2024Article
- Development and validation of a machine learning-based nomogram for predicting HLA-B27 expression.BMC immunology · 2023Article
- Web App for prediction of hospitalisation in Intensive Care Unit by covid-19.Revista brasileira de enfermagem · 2023Article
- Applying machine learning techniques to predict the risk of lung metastases from rectal cancer: a real-world retrospective study.Frontiers in oncology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 7 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.